OpenClaw (formerly ClawdBot / Moltbot) is an open-source personal AI agent that runs entirely on your own machine.
Unlike cloud-based AI assistants, OpenClaw is fully local. You control your data, your workflows, and how the agent behaves.
It's not just a chatbot — it's an action-oriented agent.
What Makes OpenClaw Different?
OpenClaw can:
Maintain persistent memory
Access your local file system
Call external services and APIs
Execute real tasks instead of just replying with text
You can interact with it through tools like Telegram or WhatsApp, or directly via a web UI or terminal.
This makes it suitable for developers who want a real AI assistant, not just a demo.
System Requirements
Before getting started, make sure you have:
Node.js ≥ 22
macOS, Linux, or Windows (via WSL2)
npm (comes with Node.js)
Check your Node version:
node -v
Quick Installation (Recommended)
The easiest way to install OpenClaw is the official one-line installer.
On macOS or Linux:
curl -fsSL https://openclaw.sh/install | bash
On Windows (PowerShell):
irm https://openclaw.sh/install.ps1 | iex
After installation, OpenClaw automatically launches an interactive onboarding wizard.
You can rerun it anytime with:
openclaw onboard --install-daemon
Initial Configuration
During onboarding, you'll configure:
- AI Model Provide an API key for a supported LLM (OpenAI, Claude, Gemini, etc.). In this guide, I use the Google Gemini CLI service.
- Communication Channels Choose how you want to talk to the agent (Telegram, WhatsApp, or skip for now).
- Skills & Hooks Recommended: enable them. They unlock most of OpenClaw's power.
Once finished, a local web UI will start automatically.
Gateway: The Core Service
At the heart of OpenClaw is the Gateway.
The Gateway runs in the background and:
Manages LLM connections
Handles chat sessions
Dispatches commands and actions
Every message flows through the Gateway.
If it's running, your assistant is"alive".
Check system health:
openclaw doctor
Check runtime status:
openclaw status
Gateway Management Commands:
openclaw gateway install
openclaw gateway start
openclaw gateway stop
openclaw gateway restart
openclaw gateway uninstall
openclaw gateway status
Using the Web Dashboard
To open the dashboard in your browser:
openclaw dashboard
This command opens the dashboard at a local address similar to:
http://127.0.0.1:18789/?token=<temporary-token>
From there, you can:
Chat with the agent
Manage skills
Schedule tasks
View logs
Edit configurations
This is the most intuitive way to control OpenClaw.
Terminal UI (TUI)
If you prefer the terminal:
openclaw tui
You'll get a full-screen text interface with slash commands like:
/status/model/session/help
Clean, focused, and developer-friendly.
Useful CLI Commands
Some commands you'll use often:
openclaw models status
openclaw channels list
openclaw memory search
openclaw docs
They cover model health, integrations, memory search, and documentation lookup.
Final Thoughts
OpenClaw is more than a local chatbot.
It's a foundation for building your own AI agent — one that can grow, learn, and act on your behalf.
If you care about privacy, control, and extensibility, it's absolutely worth exploring.
Bonus: A Must-Have Tool for API Development – Apidog
Alongside OpenClaw, there's another powerful productivity tool for developers: Apidog.
Apidog is an all-in-one platform for API documentation, API debugging, API design, API testing, mocking, and automation. It streamlines your entire API workflow — making it one of the best tools to boost development efficiency.
If you're actively building and testing APIs, give Apidog a try. Signing up is easy — just register here.
After registering, explore the official demo projects. They're carefully crafted to help you get up to speed with Apidog's core features.
A major benefit of Apidog is its full compatibility with Postman and Swagger formats. If you've used those tools before, importing your existing data will be effortless. The intuitive interface also makes it beginner-friendly — even first-time users can get started quickly.
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